Segment Anything: Interaction Error Occurred: Request Failed with Status Code 500

[vignesh-Ag]

My actions before raising this issue

• Read/searched the docs
• Searched past issues
  • Found a similar one, but didn't quite helped me in resolving the one that I facing.
    • (Interaction error occurred Error: Exception in plugin Segmeny Anything: Error: Request failed with status code 403.  #6221)

Steps to Reproduce (for bugs)

1. Install 2.5.2 cvat version in Ubuntu 22.04
2. Then, install the SAM using the serverless command mentioned in CVAT document
3. Create a project, task and then upload few .tiff images in a task.

Expected Behaviour

Using SAM to generate the mask/polygon.

Current Behaviour

I have a job that consists of tiff images. For some of the images, the SAM interaction is working without any issue. However, on some, it's throwing the below error:

Then I checked the Grafana tool to trace the problem. Here is log:

Traceback (most recent call last):
File "/opt/venv/lib/python3.10/site-packages/rest_framework/views.py", line 506, in dispatch
response = handler(request, *args, **kwargs)
File "/home/django/cvat/apps/lambda_manager/views.py", line 808, in func_wrapper
data = func(*args, **kwargs)
File "/home/django/cvat/apps/lambda_manager/views.py", line 899, in call
return lambda_func.invoke(db_task, request.data, db_job=job, is_interactive=True, request=request)
File "/home/django/cvat/apps/lambda_manager/views.py", line 302, in invoke
"image": self._get_image(db_task, mandatory_arg("frame"), quality),
File "/home/django/cvat/apps/lambda_manager/views.py", line 410, in _get_image
image = frame_provider.get_frame(frame, quality=quality)
File "/home/django/cvat/apps/engine/frame_provider.py", line 196, in get_frame
chunk_reader = loader.load(chunk_number)
File "/home/django/cvat/apps/engine/frame_provider.py", line 86, in load
self.reader_class([self.get_chunk_path(chunk_id, self.quality, self.db_data)[0]]))
File "/home/django/cvat/apps/engine/cache.py", line 57, in get_task_chunk_data_with_mime
item = self._get_or_set_cache_item(
File "/home/django/cvat/apps/engine/cache.py", line 49, in _get_or_set_cache_item
item = create_function()
File "/home/django/cvat/apps/engine/cache.py", line 59, in
create_function=lambda: self._prepare_task_chunk(db_data, quality, chunk_number),
File "/home/django/cvat/apps/engine/cache.py", line 181, in _prepare_task_chunk
writer.save_as_chunk(images, buff)
File "/home/django/cvat/apps/engine/media_extractors.py", line 665, in save_as_chunk
pil_image.save(output, format=pil_image.format if pil_image.format else self.IMAGE_EXT, quality=100, subsampling=0)
File "/opt/venv/lib/python3.10/site-packages/PIL/Image.py", line 2353, in save
save_handler(self, fp, filename)
File "/opt/venv/lib/python3.10/site-packages/PIL/TiffImagePlugin.py", line 1770, in _save
raise ValueError(
ValueError: quality setting only supported for 'jpeg' compression

Possible Solution

Context

Your Environment

• Git hash commit (git log -1):
• Docker version docker version (e.g. Docker 17.0.05):
• Are you using Docker Swarm or Kubernetes?
• Operating System and version (e.g. Linux, Windows, MacOS):
• Code example or link to GitHub repo or gist to reproduce problem:
• Other diagnostic information / logs:
  Logs from `cvat` container

[bsekachev]

Hi @vignesh-Ag

Are you working with .tiff images?

[vignesh-Ag]

Hi @vignesh-Ag

Are you working with .tiff images?

Yes. After updating CVAT to version 2.5.2, SAM is functioning correctly for some of the existing images, but not for others. Unfortunately, when attempting to upload new TIFF images, SAM fails to work entirely.

[bsekachev]

Looks like Tiff images can be compressed using different ways, and the quality parameter is supported only for JPEG compression, finally the library raises the error. Need to investigate better.